AI Model Benchmarks

Compare model performance across LMArena and GDPval occupational benchmarks

Tier Legend:

S Best (90%+)

A Excellent (75%+)

B Good (50%+)

C Average (25%+)

D Weak

Claude Opus 4.5

Claude

Finance & Business Healthcare Instruction Following Expert Tasks Project & Operations Management Sales & Customer Service Creative Writing Engineering & Manufacturing Mathematics & Logic Media & Communications Real Estate Coding & Programming Legal & Compliance Social Services

#1 At

LMArena

Expert, Longer Query

GDPval

Compliance Officers, Financial Sales, Healthcare Managers, Industrial Engineers, Investigators, Office Supervisors, Operations Managers, Order Clerks, Producers, Rental Clerks, Sales Supervisors, Software Developers

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Gemini 3 Pro

Gemini

Mathematics & Logic Instruction Following Expert Tasks Engineering & Manufacturing Creative Writing Coding & Programming Social Services Finance & Business Sales & Customer Service Real Estate Project & Operations Management Healthcare Legal & Compliance

#1 At

LMArena

Creative Writing, Hard Prompts, Overall

GDPval

Financial Advisors, Lawyers, Medical Admin, Wholesale Sales

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GPT-5.2

ChatGPT

Legal & Compliance Sales & Customer Service Social Services Finance & Business Real Estate Engineering & Manufacturing Media & Communications Healthcare Project & Operations Management Coding & Programming Mathematics & Logic

#1 At

GDPval

AV Technicians, Accountants, Admin Managers, Concierges, Customer Service, Editors, Financial Analysts, Financial Managers, IT Managers, Inventory Clerks, Investigators, Journalists, Lawyers, Mechanical Engineers, Nurse Practitioners, Nurses, Office Supervisors, Overall, Police Supervisors, Project Managers, Property Managers, Purchasing Agents, Real Estate Agents, Real Estate Brokers, Recreation Workers, Retail Supervisors, Sales Managers, Sales Supervisors, Social Workers, Technical Sales, Video Editors, Wholesale Sales

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Claude Sonnet 4.5

Claude

Media & Communications Project & Operations Management Real Estate Creative Writing Expert Tasks Coding & Programming Instruction Following Social Services Engineering & Manufacturing Sales & Customer Service

#1 At

GDPval

Pharmacists, Production Supervisors, Wholesale Sales

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Gemini 3 Flash

Gemini

Mathematics & Logic Creative Writing Instruction Following Expert Tasks Coding & Programming

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Claude Opus 4.5 Thinking

Claude

Instruction Following Expert Tasks Mathematics & Logic Coding & Programming Creative Writing

#1 At

LMArena

Coding, Instruction Following

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Claude Sonnet 4.5 Thinking

Claude

Instruction Following Expert Tasks Coding & Programming Mathematics & Logic Creative Writing

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Claude Opus 4.1

Claude

Legal & Compliance Finance & Business Coding & Programming Real Estate

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GPT-5.2 High

ChatGPT

Expert Tasks Mathematics & Logic Coding & Programming

#1 At

LMArena

Math

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GPT-5 High

ChatGPT

Media & Communications Healthcare Sales & Customer Service

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Gemini 3 Flash Thinking

Gemini

Mathematics & Logic Instruction Following Creative Writing

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Claude Opus 4.1 Thinking

Claude

Instruction Following Coding & Programming Creative Writing

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Grok 4.1 Thinking

Grok

Mathematics & Logic Coding & Programming Expert Tasks

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LMArena Rankings

Human preference rankings from lmarena.ai

Model	Overall	Expert	Hard Prompts	Coding	Math	Creative	Instruction	Long Query
GPT-5.2	14	-	12	17	-	21	14	16
GPT-5.1	19	13	18	18	37	19	18	19
GPT-5.1 High	8	8	11	14	5	11	9	11
GPT-5.2 High	18	5	16	12	1	43	15	22
GPT-5 High	20	17	23	26	14	48	33	50
GPT-4.5 Preview	15	41	36	41	44	13	16	21
ChatGPT 4o Latest	17	47	20	34	57	17	21	28
Gemini 3 Pro	1	3	1	3	2	1	3	3
Gemini 3 Flash	2	7	5	8	3	2	6	6
Gemini 3 Flash Thinking	7	12	7	10	4	8	11	8
Gemini 2.5 Pro	9	14	15	24	11	4	10	10
Claude Opus 4.5	5	1	3	4	6	3	2	1
Claude Sonnet 4.5	12	6	10	7	20	7	7	7
Claude Opus 4.1	16	16	13	9	17	12	8	9
Claude Opus 4.5 Thinking	4	2	2	1	7	5	1	2
Claude Sonnet 4.5 Thinking	10	4	6	2	8	9	4	4
Claude Opus 4.1 Thinking	11	10	8	5	12	6	5	5
Grok 4.1 Thinking	3	9	4	6	9	10	12	15
Grok 4.1	6	19	9	13	19	15	17	13

GDPval Occupational Rankings

AI performance on 44 job-specific tasks across 9 industry sectors (11 models evaluated)

Model	Overall	Customer Service	Financial Analysts	Financial Managers	Financial Advisors	Financial Sales	Software Developers	IT Managers	Accountants	Project Managers	Lawyers	Nurse Practitioners	Registered Nurses	Pharmacists	Healthcare Managers	Medical Admin	Sales Managers	Retail Supervisors	Operations Managers	Real Estate Brokers	Real Estate Agents	Admin Managers	Compliance Officers	Investigators	Social Workers	Editors	Video Editors	Producers	Journalists
GPT-5.2	1	1	1	5	3	1	1	1	4	2	6	1	2	3	2	4	1	1	5	3	1	1	2	2	4	4	2	3	1
GPT-5 High	6	5	7	6	8	8	5	2	6	6	4	2	8	6	4	3	2	7	4	4	8	5	3	7	7	2	5	5	7
o3 (2025-04-16)	7	8	5	7	7	9	4	7	8	7	9	4	7	8	7	2	5	6	6	5	6	8	5	5	8	6	8	7	3
o4-mini High	8	9	9	10	9	10	7	8	7	8	10	9	6	11	10	5	6	9	7	10	9	10	6	8	10	9	10	10	9
GPT-4o	11	11	11	11	11	11	11	11	9	11	11	11	9	10	11	11	11	11	11	11	11	11	10	11	11	11	11	11	11
Gemini 3 Pro	3	6	4	1	4	5	10	4	1	5	2	7	3	2	6	7	8	2	10	6	3	7	8	9	1	7	1	1	8
Gemini 2.5 Pro	9	10	8	8	6	6	8	9	10	9	8	5	10	7	8	8	9	10	8	7	5	6	11	6	6	8	9	8	6
Claude Opus 4.5	2	3	6	3	5	2	2	5	2	1	1	6	1	4	5	6	4	5	2	8	2	4	1	10	5	1	3	6	4
Claude Sonnet 4.5	4	2	2	4	2	3	6	3	3	4	5	8	5	1	3	10	7	4	3	1	7	2	7	3	2	5	4	4	2
Claude Opus 4.1	5	4	3	2	1	4	3	6	5	3	3	3	4	5	1	1	3	3	1	2	4	3	4	1	3	3	7	2	5
Grok 4	10	7	10	9	10	7	9	10	11	10	7	10	11	9	9	9	10	8	9	9	10	9	9	4	9	10	6	9	10

#1 #2 #3 Top 5 6+ Hover column headers for full occupation names

All Benchmarks - Complete View

All 50+ benchmark categories in one comprehensive table

Model	LMArena Rankings								GDPval: Finance & Insurance					GDPval: Tech & Professional					GDPval: Healthcare					GDPval: Sales & Retail					GDPval: Government & Social				GDPval: Media & Information
	Overall	Expert	Hard	Code	Math	Create	Instruct	Long	Cust Svc	Fin Analyst	Fin Mgr	Fin Advisor	Fin Sales	Dev	IT Mgr	Account	PM	Law	NP	RN	Pharm	Health Mgr	Med Admin	Sales Mgr	Retail Sup	Ops Mgr	RE Broker	RE Agent	Admin Mgr	Comply	Invest	Social Wkr	Editor	Video Ed	Producer	Journal
GPT-5.2	14	-	12	17	-	21	14	16	1	1	5	3	1	1	1	4	2	6	1	2	3	2	4	1	1	5	3	1	1	2	2	4	4	2	3	1
GPT-5.1	19	13	18	18	37	19	18	19	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
GPT-5.1 High	8	8	11	14	5	11	9	11	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
GPT-5.2 High	18	5	16	12	1	43	15	22	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
GPT-5 High	20	17	23	26	14	48	33	50	5	7	6	8	8	5	2	6	6	4	2	8	6	4	3	2	7	4	4	8	5	3	7	7	2	5	5	7
GPT-4.5 Preview	15	41	36	41	44	13	16	21	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
ChatGPT 4o Latest	17	47	20	34	57	17	21	28	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
o3 (2025-04-16)	-	-	-	-	-	-	-	-	8	5	7	7	9	4	7	8	7	9	4	7	8	7	2	5	6	6	5	6	8	5	5	8	6	8	7	3
o4-mini High	-	-	-	-	-	-	-	-	9	9	10	9	10	7	8	7	8	10	9	6	11	10	5	6	9	7	10	9	10	6	8	10	9	10	10	9
GPT-4o	-	-	-	-	-	-	-	-	11	11	11	11	11	11	11	9	11	11	11	9	10	11	11	11	11	11	11	11	11	10	11	11	11	11	11	11
Gemini 3 Pro	1	3	1	3	2	1	3	3	6	4	1	4	5	10	4	1	5	2	7	3	2	6	7	8	2	10	6	3	7	8	9	1	7	1	1	8
Gemini 3 Flash	2	7	5	8	3	2	6	6	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Gemini 3 Flash Thinking	7	12	7	10	4	8	11	8	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Gemini 2.5 Pro	9	14	15	24	11	4	10	10	10	8	8	6	6	8	9	10	9	8	5	10	7	8	8	9	10	8	7	5	6	11	6	6	8	9	8	6
Claude Opus 4.5	5	1	3	4	6	3	2	1	3	6	3	5	2	2	5	2	1	1	6	1	4	5	6	4	5	2	8	2	4	1	10	5	1	3	6	4
Claude Sonnet 4.5	12	6	10	7	20	7	7	7	2	2	4	2	3	6	3	3	4	5	8	5	1	3	10	7	4	3	1	7	2	7	3	2	5	4	4	2
Claude Opus 4.1	16	16	13	9	17	12	8	9	4	3	2	1	4	3	6	5	3	3	3	4	5	1	1	3	3	1	2	4	3	4	1	3	3	7	2	5
Claude Opus 4.5 Thinking	4	2	2	1	7	5	1	2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Claude Sonnet 4.5 Thinking	10	4	6	2	8	9	4	4	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Claude Opus 4.1 Thinking	11	10	8	5	12	6	5	5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Grok 4.1 Thinking	3	9	4	6	9	10	12	15	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Grok 4.1	6	19	9	13	19	15	17	13	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-
Grok 4	-	-	-	-	-	-	-	-	7	10	9	10	7	9	10	11	10	7	10	11	9	9	9	10	8	9	9	10	9	9	4	9	10	6	9	10

#1 Rank #2 Rank #3 Rank Hover column headers for full names • Lower rank = better performance

Data sources: LMArena | OpenAI GDPval

Last updated: December 2024